{"id":"W4205960559","doi":"10.1002/alz.057727","title":"Proteomic analysis of Parkinson’s disease patient cohorts show similarities in mechanism to Alzheimer’s disease","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Disease; Dementia; Parkinson's disease; Oncology; Alzheimer's Disease Neuroimaging Initiative; Cohort study; Proteomics; Internal medicine; Alzheimer's disease; Medicine; Clinical Dementia Rating; Psychology; Bioinformatics; Biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007921386,0.000290266,0.0004134517,0.001151876,0.0003649103,0.0007877996,0.0002018398,0.0003452743,0.00112279],"category_scores_gemma":[0.001271399,0.0001605123,0.0004719117,0.000952576,0.0002545369,0.0002173931,0.0005753664,0.000275418,0.0002693132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150983,"about_ca_system_score_gemma":0.0001794919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009052874,"about_ca_topic_score_gemma":0.001103993,"domain_scores_codex":[0.9994863,0.00009912022,0.00006187559,0.0002077367,0.00009507277,0.00004983046],"domain_scores_gemma":[0.999352,0.0001312999,0.0002769311,0.00007167257,0.0001001957,0.00006783525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007332962,0.00004758341,0.962683,0.00006597111,0.0003418982,0.0003241355,0.0002230961,0.00011662,0.0304113,0.0000571911,0.0002494208,0.004746551],"study_design_scores_gemma":[0.000007663597,0.00009533395,0.9964955,0.000006345812,0.00006915476,0.0005488676,0.00008828308,0.0002200976,0.002088537,0.00007700128,0.0002992793,0.000003958675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980924,0.000479959,0.0004164607,0.00003669753,0.000005180936,0.000008922467,0.0007252336,0.00001281469,0.0002222863],"genre_scores_gemma":[0.9981779,0.000167228,0.0004658719,0.00004127933,0.000006595315,0.00001125496,0.000979958,0.000006291463,0.0001436066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001151876,"threshold_uncertainty_score":0.004189312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007596198989861,"score_gpt":0.2973105348545712,"score_spread":0.2672345728646726,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}